Centralized and distributed algorithms are remarkable by their capacity of accurately estimating different types of statistics in a space and computational efficient way. The first part of this book is dedicated to the presentation of mathematical tools that will be needed in the remaining of the book. Then, a survey of the important models, and algorithms will be presented. Each of these algorithms will be accompanied by a theoretical and experimental analysis. Based on this material, two important problems will be studied: the detection of DDoS attacks and the construction of a uniform data stream out of arbitrary biased ones.
- ISBN10 1848219466
- ISBN13 9781848219465
- Publish Date 4 May 2020
- Publish Status Active
- Publish Country GB
- Imprint ISTE Ltd and John Wiley & Sons Inc
- Format Hardcover
- Pages 200
- Language English